cheolwanpark/snippets
Automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database.
Leverages Claude Code AI agents for intelligent code analysis during ingestion and provides Model Context Protocol (MCP) integration, enabling semantic search directly within Claude's development environment. Uses Qdrant vector database for fast similarity retrieval and Redis-backed RQ workers for asynchronous batch processing of large repositories. Supports both public and private GitHub repositories with optional reranking via Cohere for improved search relevance.
Stars
57
Forks
3
Language
Python
License
MIT
Category
Last pushed
Oct 25, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/cheolwanpark/snippets"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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